checkpoint-2000/trainer_state.json

{
  "best_metric": 0.540436456996149,
  "best_model_checkpoint": "/root/crosslingual-mining-for-domain-nli/output/pretraining/vihealthbert-w_dual-ViNLI/lr3e-5_wr0.1_wd0.0/checkpoint-2000",
  "epoch": 31.25,
  "eval_steps": 1000,
  "global_step": 2000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.015625,
      "grad_norm": 34.54078674316406,
      "learning_rate": 1e-08,
      "loss": 10.2871,
      "step": 1
    },
    {
      "epoch": 15.625,
      "grad_norm": 5.461294174194336,
      "learning_rate": 9.999999999999999e-06,
      "loss": 5.8126,
      "step": 1000
    },
    {
      "epoch": 15.625,
      "eval_accuracy": 0.44503311258278144,
      "eval_loss": 3.546058177947998,
      "eval_runtime": 0.7421,
      "eval_samples_per_second": 312.643,
      "eval_steps_per_second": 20.214,
      "step": 1000
    },
    {
      "epoch": 31.25,
      "grad_norm": 4.604820728302002,
      "learning_rate": 1.9999999999999998e-05,
      "loss": 2.605,
      "step": 2000
    },
    {
      "epoch": 31.25,
      "eval_accuracy": 0.540436456996149,
      "eval_loss": 2.7789385318756104,
      "eval_runtime": 0.799,
      "eval_samples_per_second": 290.377,
      "eval_steps_per_second": 18.774,
      "step": 2000
    }
  ],
  "logging_steps": 1000,
  "max_steps": 30000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 469,
  "save_steps": 1000,
  "total_flos": 0.0,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}